{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def read_urls():\n",
    "    df = pd.read_excel(\"test.xlsx\", header=0, usecols=[0, 1, 2])\n",
    "    return df.iloc[:, [0, 2]].values.tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "urls = read_urls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  '长顺县'],\n",
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       "  '长顺县'],\n",
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       "  '长顺县'],\n",
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       "  '长顺县'],\n",
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       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7182563799222766885',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7174427651543747844',\n",
       "  '长顺县'],\n",
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       "  '长顺县'],\n",
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       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7171314633851063583',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7169737532366802213',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7167907834938608926',\n",
       "  '长顺县'],\n",
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       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7166388468518522143',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7164728007532252429',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7159710174708550949',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7159162944796822821',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7158585794469334302',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7157294509573836039',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7153162687428480263',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7145600343970286855',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7107788014318865671',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7105894793351318792',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7078509794042187015',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7051904023821143331',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7042819212007591168',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAAipbDEvF71TUTckrWnZRb1oRd73K0oZU3Rqz-1MS6yaoDacv_oYYDn2KUVt511Fg4?modal_id=7019509286673894697',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAA2JT7WBYuyoT9bESQ4sDDxUQZrzzTwiCDXaATrnTIl4Y?modal_id=7348339304629898515',\n",
       "  '长顺县'],\n",
       " ['https://www.douyin.com/user/MS4wLjABAAAA2JT7WBYuyoT9bESQ4sDDxUQZrzzTwiCDXaATrnTIl4Y?modal_id=7338713317353032998',\n",
       "  '长顺县']]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_excel(\"test.xlsx\", header=0, usecols=[0, 1, 2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>链接</th>\n",
       "      <th>位置</th>\n",
       "      <th>县城</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>福泉市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>福泉市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...</td>\n",
       "      <td>竖屏-上方</td>\n",
       "      <td>福泉市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>福泉市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>福泉市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAAipbDEv...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>长顺县</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAAipbDEv...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>长顺县</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAAipbDEv...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>长顺县</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA2JT7WB...</td>\n",
       "      <td>横屏-下方</td>\n",
       "      <td>长顺县</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>https://www.douyin.com/user/MS4wLjABAAAA2JT7WB...</td>\n",
       "      <td>竖屏-下方</td>\n",
       "      <td>长顺县</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>302 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    链接     位置   县城\n",
       "0    https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...  竖屏-下方  福泉市\n",
       "1    https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...  竖屏-下方  福泉市\n",
       "2    https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...  竖屏-上方  福泉市\n",
       "3    https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...  竖屏-下方  福泉市\n",
       "4    https://www.douyin.com/user/MS4wLjABAAAA3sqTh9...  竖屏-下方  福泉市\n",
       "..                                                 ...    ...  ...\n",
       "299  https://www.douyin.com/user/MS4wLjABAAAAipbDEv...  竖屏-下方  长顺县\n",
       "300  https://www.douyin.com/user/MS4wLjABAAAAipbDEv...  竖屏-下方  长顺县\n",
       "301  https://www.douyin.com/user/MS4wLjABAAAAipbDEv...  竖屏-下方  长顺县\n",
       "302  https://www.douyin.com/user/MS4wLjABAAAA2JT7WB...  横屏-下方  长顺县\n",
       "303  https://www.douyin.com/user/MS4wLjABAAAA2JT7WB...  竖屏-下方  长顺县\n",
       "\n",
       "[302 rows x 3 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.drop_duplicates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'tuple'> ('https://www.douyin.com/search/%E9%83%BD%E5%8C%80%E8%AF%9D?aid=0036829c-04a7-4c39-a3a6-6ec0a2734b6e&modal_id=7351957991601540389&type=general', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/search/%E9%83%BD%E5%8C%80%E8%AF%9D?aid=0036829c-04a7-4c39-a3a6-6ec0a2734b6e&modal_id=7348248207102709002&type=general', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/search/%E9%83%BD%E5%8C%80%E8%AF%9D?aid=667be8eb-53e7-423b-8fdb-cd91c73e4e60&modal_id=7321692662107475226&type=general', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/search/%E9%83%BD%E5%8C%80%E8%AF%9D?aid=667be8eb-53e7-423b-8fdb-cd91c73e4e60&modal_id=7346230636581031195&type=general', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAAtDJLopYaqoOvRrM8lii9K_Fi88889FVHOlOFYssntR7iHJqc0TFfG0hzNXVEeEEE?modal_id=7351224746324823305', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAAtDJLopYaqoOvRrM8lii9K_Fi88889FVHOlOFYssntR7iHJqc0TFfG0hzNXVEeEEE?modal_id=7348012993214450971', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAAtDJLopYaqoOvRrM8lii9K_Fi88889FVHOlOFYssntR7iHJqc0TFfG0hzNXVEeEEE?modal_id=7348012993214450971', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAAtDJLopYaqoOvRrM8lii9K_Fi88889FVHOlOFYssntR7iHJqc0TFfG0hzNXVEeEEE?modal_id=7353461041809968418', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAACYJx7Ge06ArfCxFNPCIxB61vFFAxacAk_18gPw8O7R95Qs9l1_w4rtx8rtDOvQ-a?modal_id=7345805153787776310', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAACYJx7Ge06ArfCxFNPCIxB61vFFAxacAk_18gPw8O7R95Qs9l1_w4rtx8rtDOvQ-a?modal_id=7345805153787776310', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAACYJx7Ge06ArfCxFNPCIxB61vFFAxacAk_18gPw8O7R95Qs9l1_w4rtx8rtDOvQ-a?modal_id=7345805153787776310', '都匀')\n",
      "<class 'tuple'> ('https://www.douyin.com/user/MS4wLjABAAAAI0c4OVamwt9jDMLtT0GnRocxEWff3JzqGOmwn0SMmKoyrTOSQFErSgVbcYEtR_tm?modal_id=7173269314999536911', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/search/%E4%B8%B9%E5%AF%A8%E7%BD%91%E7%BB%9C%E6%98%A5%E6%99%9A%E6%9D%91%E5%AE%98%E8%80%81%E4%BA%8C%E7%B3%BB%E5%AE%98?aid=ade216a8-471f-4076-af92-5bdcbac29a46&type=general', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6963228657309486344', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6926115153545153800', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7298193080585358643', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7237707979078765861', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7294567669125139721', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7294197262597606706', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7292711445823769894', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7187376733199355151', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7271206328377429308', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7268991745554156861', '丹寨')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7164691141013802279', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7182869839558528293', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7181759757336808759', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7213659470725958970', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7172104925370010891', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7148634140550647047', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7216328421381639482', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7215927914104114444', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6968805953596575014', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7163822358539668775', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7158034499073264904', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6818430326797372680', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7231428608995249419', '天柱')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7152404912234663181', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7319809544622755091', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7323522632362593536', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6936067780672376101', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6790273322450980096', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6908290567134891279', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6937870955884580096', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7162162770715184421', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6798457899850026254', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7330179800172186932', '凯里')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7353541270201060643', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7338028292001385767', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7183959427186167078', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7097371504052129054', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6811412300977736973', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/6915611370855894276', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7116358285409684749', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7160621064697990408', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7268539259936591163', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7196561689330928956', '贵定')\n",
      "<class 'tuple'> ('https://www.douyin.com/video/7113769435806190862', '贵定')\n"
     ]
    }
   ],
   "source": [
    "for row in df.itertuples():\n",
    "    url = (row[1], row[3])\n",
    "    print(type(url), url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.frame.DataFrame"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.iloc[:, [0, 2]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.iloc?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
